EP3731158A4 - Wind farm noise prediction method, apparatus and system - Google Patents

Wind farm noise prediction method, apparatus and system Download PDF

Info

Publication number
EP3731158A4
EP3731158A4 EP19880784.4A EP19880784A EP3731158A4 EP 3731158 A4 EP3731158 A4 EP 3731158A4 EP 19880784 A EP19880784 A EP 19880784A EP 3731158 A4 EP3731158 A4 EP 3731158A4
Authority
EP
European Patent Office
Prior art keywords
prediction method
wind farm
noise prediction
farm noise
wind
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
EP19880784.4A
Other languages
German (de)
French (fr)
Other versions
EP3731158A1 (en
Inventor
Emre BARLAS
Mengting YU
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Beijing Goldwind Science and Creation Windpower Equipment Co Ltd
Original Assignee
Beijing Goldwind Science and Creation Windpower Equipment Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Beijing Goldwind Science and Creation Windpower Equipment Co Ltd filed Critical Beijing Goldwind Science and Creation Windpower Equipment Co Ltd
Publication of EP3731158A1 publication Critical patent/EP3731158A1/en
Publication of EP3731158A4 publication Critical patent/EP3731158A4/en
Pending legal-status Critical Current

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00—Administration; Management
    • F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F03—MACHINES OR ENGINES FOR LIQUIDS; WIND, SPRING, OR WEIGHT MOTORS; PRODUCING MECHANICAL POWER OR A REACTIVE PROPULSIVE THRUST, NOT OTHERWISE PROVIDED FOR
    • F03D—WIND MOTORS
    • F03D17/00—Monitoring or testing of wind motors, e.g. diagnostics
    • F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F03—MACHINES OR ENGINES FOR LIQUIDS; WIND, SPRING, OR WEIGHT MOTORS; PRODUCING MECHANICAL POWER OR A REACTIVE PROPULSIVE THRUST, NOT OTHERWISE PROVIDED FOR
    • F03D—WIND MOTORS
    • F03D7/00—Controlling wind motors 
    • F03D7/02—Controlling wind motors  the wind motors having rotation axis substantially parallel to the air flow entering the rotor
    • F03D7/0276—Controlling wind motors  the wind motors having rotation axis substantially parallel to the air flow entering the rotor controlling rotor speed, e.g. variable speed
    • F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F03—MACHINES OR ENGINES FOR LIQUIDS; WIND, SPRING, OR WEIGHT MOTORS; PRODUCING MECHANICAL POWER OR A REACTIVE PROPULSIVE THRUST, NOT OTHERWISE PROVIDED FOR
    • F03D—WIND MOTORS
    • F03D7/00—Controlling wind motors 
    • F03D7/02—Controlling wind motors  the wind motors having rotation axis substantially parallel to the air flow entering the rotor
    • F03D7/0296—Controlling wind motors  the wind motors having rotation axis substantially parallel to the air flow entering the rotor to prevent, counteract or reduce noise emissions
    • F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F03—MACHINES OR ENGINES FOR LIQUIDS; WIND, SPRING, OR WEIGHT MOTORS; PRODUCING MECHANICAL POWER OR A REACTIVE PROPULSIVE THRUST, NOT OTHERWISE PROVIDED FOR
    • F03D—WIND MOTORS
    • F03D7/00—Controlling wind motors 
    • F03D7/02—Controlling wind motors  the wind motors having rotation axis substantially parallel to the air flow entering the rotor
    • F03D7/04—Automatic control; Regulation
    • F03D7/042—Automatic control; Regulation by means of an electrical or electronic controller
    • F03D7/048—Automatic control; Regulation by means of an electrical or electronic controller controlling wind farms
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00—Administration; Management
    • G06Q10/04—Forecasting or optimisation specially adapted for administrative or management purposes, e.g. linear programming or "cutting stock problem"
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00—Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
    • G06Q50/06—Electricity, gas or water supply
    • F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F05—INDEXING SCHEMES RELATING TO ENGINES OR PUMPS IN VARIOUS SUBCLASSES OF CLASSES F01-F04
    • F05B—INDEXING SCHEME RELATING TO WIND, SPRING, WEIGHT, INERTIA OR LIKE MOTORS, TO MACHINES OR ENGINES FOR LIQUIDS COVERED BY SUBCLASSES F03B, F03D AND F03G
    • F05B2260/00—Function
    • F05B2260/70—Adjusting of angle of incidence or attack of rotating blades
    • F05B2260/71—Adjusting of angle of incidence or attack of rotating blades as a function of flow velocity
    • F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F05—INDEXING SCHEMES RELATING TO ENGINES OR PUMPS IN VARIOUS SUBCLASSES OF CLASSES F01-F04
    • F05B—INDEXING SCHEME RELATING TO WIND, SPRING, WEIGHT, INERTIA OR LIKE MOTORS, TO MACHINES OR ENGINES FOR LIQUIDS COVERED BY SUBCLASSES F03B, F03D AND F03G
    • F05B2260/00—Function
    • F05B2260/82—Forecasts
    • F05B2260/821—Parameter estimation or prediction
    • F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F05—INDEXING SCHEMES RELATING TO ENGINES OR PUMPS IN VARIOUS SUBCLASSES OF CLASSES F01-F04
    • F05B—INDEXING SCHEME RELATING TO WIND, SPRING, WEIGHT, INERTIA OR LIKE MOTORS, TO MACHINES OR ENGINES FOR LIQUIDS COVERED BY SUBCLASSES F03B, F03D AND F03G
    • F05B2260/00—Function
    • F05B2260/96—Preventing, counteracting or reducing vibration or noise
    • F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F05—INDEXING SCHEMES RELATING TO ENGINES OR PUMPS IN VARIOUS SUBCLASSES OF CLASSES F01-F04
    • F05B—INDEXING SCHEME RELATING TO WIND, SPRING, WEIGHT, INERTIA OR LIKE MOTORS, TO MACHINES OR ENGINES FOR LIQUIDS COVERED BY SUBCLASSES F03B, F03D AND F03G
    • F05B2270/00—Control
    • F05B2270/30—Control parameters, e.g. input parameters
    • F05B2270/333—Noise or sound levels
    • Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y04—INFORMATION OR COMMUNICATION TECHNOLOGIES HAVING AN IMPACT ON OTHER TECHNOLOGY AREAS
    • Y04S—SYSTEMS INTEGRATING TECHNOLOGIES RELATED TO POWER NETWORK OPERATION, COMMUNICATION OR INFORMATION TECHNOLOGIES FOR IMPROVING THE ELECTRICAL POWER GENERATION, TRANSMISSION, DISTRIBUTION, MANAGEMENT OR USAGE, i.e. SMART GRIDS
    • Y04S10/00—Systems supporting electrical power generation, transmission or distribution
    • Y04S10/50—Systems or methods supporting the power network operation or management, involving a certain degree of interaction with the load-side end user applications
EP19880784.4A 2018-10-31 2019-09-16 Wind farm noise prediction method, apparatus and system Pending EP3731158A4 (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
CN201811290818.6A CN111126651B (en) 2018-10-31 2018-10-31 Wind power plant noise prediction method, device and system
PCT/CN2019/105949 WO2020088128A1 (en) 2018-10-31 2019-09-16 Wind farm noise prediction method, apparatus and system

Publications (2)

Publication Number Publication Date
EP3731158A1 EP3731158A1 (en) 2020-10-28
EP3731158A4 true EP3731158A4 (en) 2021-04-14

Family

ID=70464547

Family Applications (1)

Application Number Title Priority Date Filing Date
EP19880784.4A Pending EP3731158A4 (en) 2018-10-31 2019-09-16 Wind farm noise prediction method, apparatus and system

Country Status (5)

Country Link
US (1) US11268495B2 (en)
EP (1) EP3731158A4 (en)
CN (2) CN114757420A (en)
AU (2) AU2019370330A1 (en)
WO (1) WO2020088128A1 (en)

Families Citing this family (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110500233B (en) * 2018-05-18 2020-07-07 北京金风科创风电设备有限公司 Method and device for noise control of a plurality of wind energy installations
CN110500234B (en) * 2018-05-18 2020-07-03 北京金风科创风电设备有限公司 Method and device for noise control of wind generating set
CN113236487B (en) * 2021-05-24 2022-06-10 上海电气风电集团股份有限公司 Wind power plant noise control method, system, device and readable storage medium
CN113761679B (en) * 2021-08-27 2024-02-27 大连透平机械技术发展有限公司 Method and device for predicting noise of compressor
CN113757050B (en) * 2021-09-08 2023-05-02 浙江运达风电股份有限公司 Wind farm noise monitoring control system and method
EP4276303A1 (en) * 2022-05-12 2023-11-15 Vestas Wind Systems A/S A method for controlling noise generated by a wind farm
EP4299898A1 (en) * 2022-07-01 2024-01-03 Siemens Gamesa Renewable Energy Innovation & Technology S.L. Noise based control of a wind turbine
CN116861705A (en) * 2023-09-04 2023-10-10 聚合电力工程设计(北京)股份有限公司 Wind power plant noise and light and shadow influence analysis method based on computer simulation

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20150308416A1 (en) * 2014-04-29 2015-10-29 General Electric Company Systems and methods for optimizing operation of a wind farm
US20160032892A1 (en) * 2014-07-31 2016-02-04 General Electric Company System and method for controlling the operation of wind turbines
WO2018046068A1 (en) * 2016-09-07 2018-03-15 Vestas Wind Systems A/S Predicting wind turbine noise

Family Cites Families (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR20130073410A (en) 2011-12-23 2013-07-03 서울대학교산학협력단 Noise monitoring and control system on wind farm using noise map
CN103473415B (en) * 2013-09-11 2016-08-24 北京金风科创风电设备有限公司 noise simulation method of wind generating set
CN103823979B (en) * 2014-02-26 2017-06-23 国家电网公司 A kind of wind power plant noise prediction method
CN106873359B (en) 2015-12-11 2020-09-15 中国电力科学研究院 Wind power noise evaluation method based on cluster analysis and neural network
US10247171B2 (en) 2016-06-14 2019-04-02 General Electric Company System and method for coordinating wake and noise control systems of a wind farm
CN106327026A (en) * 2016-10-19 2017-01-11 云南电网有限责任公司电力科学研究院 Wind power prediction optimization method
CN108254065A (en) * 2016-12-29 2018-07-06 北京金风科创风电设备有限公司 The noise tone appraisal procedure and device of wind power generating set

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20150308416A1 (en) * 2014-04-29 2015-10-29 General Electric Company Systems and methods for optimizing operation of a wind farm
US20160032892A1 (en) * 2014-07-31 2016-02-04 General Electric Company System and method for controlling the operation of wind turbines
WO2018046068A1 (en) * 2016-09-07 2018-03-15 Vestas Wind Systems A/S Predicting wind turbine noise

Also Published As

Publication number Publication date
CN111126651B (en) 2022-04-19
WO2020088128A1 (en) 2020-05-07
AU2019370330A1 (en) 2020-08-20
US11268495B2 (en) 2022-03-08
CN114757420A (en) 2022-07-15
US20200362818A1 (en) 2020-11-19
CN111126651A (en) 2020-05-08
EP3731158A1 (en) 2020-10-28
AU2022209253A1 (en) 2022-08-18

Similar Documents

Publication Publication Date Title
EP3731158A4 (en) Wind farm noise prediction method, apparatus and system
EP3846441A4 (en) Imaging device, imaging system, imaging method and imaging program
EP3595355A4 (en) Resource obtaining method, apparatus and system
EP3782934A4 (en) Carrying method, carrying device and carrying system
EP3499451A4 (en) Prediction system and prediction method
EP3660854A4 (en) Triage dialogue method, device, and system
EP3741994A4 (en) Tower clearance monitoring system and method therefor
EP3805972A4 (en) Blockchain-based energy interaction device, energy internet system and interaction method
EP3787359A4 (en) Beam training method, apparatus, and system
EP3584756A4 (en) Advertisement monitoring method, device and system
EP3709230A4 (en) Assessment system, assessment method, and program
EP3774158A4 (en) Additive manufacturing apparatus, system, and method
EP3790297A4 (en) Access method, device and system
EP3594864A4 (en) Factor inference device, factor inference system, and factor inference method
EP3779628A4 (en) Remote automobile consultation method, apparatus and system
EP3787369A4 (en) Connection reconstruction method, device and system
EP3859472A4 (en) Monitoring system and monitoring method
EP3851849A4 (en) Structure evaluation system, structure evaluation device, and structure evaluation method
EP3834678A4 (en) Device, method, program, and system
EP3588385A4 (en) Convolutional neural network and processing method, apparatus and system therefor, and medium
EP3849266A4 (en) Resource configuration method, apparatus, and system
EP3987651A4 (en) Hybrid-energy apparatus, system, and method therefor
EP3667954A4 (en) Dynamic time adjustment method, apparatus and system
EP3880897A4 (en) Balcony system and method
EP3786862A4 (en) Prediction device, prediction method, and program

Legal Events

Date Code Title Description
STAA Information on the status of an ep patent application or granted ep patent

Free format text: STATUS: THE INTERNATIONAL PUBLICATION HAS BEEN MADE

PUAI Public reference made under article 153(3) epc to a published international application that has entered the european phase

Free format text: ORIGINAL CODE: 0009012

STAA Information on the status of an ep patent application or granted ep patent

Free format text: STATUS: REQUEST FOR EXAMINATION WAS MADE

17P Request for examination filed

Effective date: 20200724

AK Designated contracting states

Kind code of ref document: A1

Designated state(s): AL AT BE BG CH CY CZ DE DK EE ES FI FR GB GR HR HU IE IS IT LI LT LU LV MC MK MT NL NO PL PT RO RS SE SI SK SM TR

AX Request for extension of the european patent

Extension state: BA ME

A4 Supplementary search report drawn up and despatched

Effective date: 20210315

RIC1 Information provided on ipc code assigned before grant

Ipc: G06Q 10/04 20120101AFI20210309BHEP

Ipc: G06Q 10/00 20120101ALI20210309BHEP

Ipc: G06Q 50/06 20120101ALI20210309BHEP

DAV Request for validation of the european patent (deleted)
DAX Request for extension of the european patent (deleted)
STAA Information on the status of an ep patent application or granted ep patent

Free format text: STATUS: EXAMINATION IS IN PROGRESS

17Q First examination report despatched

Effective date: 20231108